{"id":"W2620748078","doi":"10.31269/triplec.v15i2.774","title":"Social Reproduction in the Live Stream","year":2017,"lang":"en","type":"article","venue":"tripleC Communication Capitalism & Critique Open Access Journal for a Global Sustainable Information Society","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Reproduction; Social reproduction; Social movement; Sociology; Politics; Embodied cognition; Face (sociological concept); Precarity; Gender studies; Media studies; Environmental ethics; Political science; Social science; Social capital; Epistemology; Ecology; Law; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","open_science"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.008433623,0.0001817542,0.0002677806,0.00005462297,0.01099503,0.01308664,0.0064724,0.0002336255,0.00007530535],"category_scores_gemma":[0.002527902,0.0001629407,0.0002689615,0.0003422351,0.0004893283,0.0202088,0.0009223907,0.0005138778,0.00000835048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001095347,"about_ca_system_score_gemma":0.001278198,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01360565,"about_ca_topic_score_gemma":0.001967636,"domain_scores_codex":[0.9972458,0.0005698533,0.0007486091,0.000181973,0.0006341302,0.0006195858],"domain_scores_gemma":[0.9958192,0.0001881449,0.001073602,0.0008961163,0.001887378,0.0001355977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000979325,0.0001343513,0.001155322,0.00008322064,0.00003760307,0.000002200759,0.3270431,0.00002124416,5.264918e-7,0.4533948,0.2024772,0.01555252],"study_design_scores_gemma":[0.001069403,0.00002705759,0.006801236,0.00002192767,0.00002367506,0.00001354133,0.4907726,0.0000389076,0.000005232455,0.08297975,0.4180802,0.0001664687],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2568585,0.002406148,0.004945336,0.3236904,0.002067109,0.0128992,0.0001887305,0.0002060394,0.3967386],"genre_scores_gemma":[0.9913364,0.003200684,0.0005023339,0.001998159,0.0003776066,0.0004032696,0.0001065181,0.000009083871,0.002065935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7344779,"threshold_uncertainty_score":0.998903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09331733499185242,"score_gpt":0.4887547758664121,"score_spread":0.3954374408745597,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}